Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning

Vikash Gupta, Mutlu Demirer, Matthew T. Bigelow, Kevin J. Little, Sema Candemir, Luciano M. Prevedello, Richard D. White, Thomas P. O'Donnell, Michael Wels, Barbaros S. Erdal. Performance of a Deep Neural Network Algorithm Based on a Small Medical Image Dataset: Incremental Impact of 3D-to-2D Reformation Combined with Novel Data Augmentation, Photometric Conversion, or Transfer Learning. J. Digital Imaging, 33(2):431-438, 2020. [doi]

Authors

Vikash Gupta

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Mutlu Demirer

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Matthew T. Bigelow

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Kevin J. Little

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Sema Candemir

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Luciano M. Prevedello

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Richard D. White

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Thomas P. O'Donnell

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Michael Wels

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Barbaros S. Erdal

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